Artificial Intelligence Applications and Innovations III

by Iliadis, Lazaros; Vlahavas, Ioannis; Bramer, Max

• ISBN13: 9781441902207
• ISBN10: 1441902201
• Format: Hardcover
• Copyright: 2009-04-01
• Publisher: Springer-Verlag New York Inc

Summary

This book constitutes the refereed proceedings of the 5th IFIP Artificial Intelligence Innovations and Applications Conference held in Thessaloniki, Greece.The IFIP series publishes state-of-the-art results in the sciences and technologies of information and communication. The scope of the series includes: foundations of computer science; software theory and practice; education; computer applications in technology; communication systems; systems modeling and optimization; information systems; computers and society; computer systems technology; security and protection in information processing systems; artificial intelligence; and human-computer interaction. Proceedings and post-proceedings of refereed international conferences in computer science and interdisciplinary fields are featured. These results often precede journal publication and represent the most current research. The principal aim of the IFIP series is to encourage education and the dissemination and exchange of information about all aspects of computing.

Table of Contents

Invited Papers
Synergies of AI methods for Robotic Planning & Grabbing, Facial Expressions Recognition and Blind's Navigation	p. 1
Neural Networks for Modal and Virtual Learning	p. 2
Knowledge Engineering and Decision Support Systems
Full papers
A Hybrid Technology for Operational Decision Support in Pervasive Environments	p. 3
An Expert System Based on Parametric Net to Support Motor Pump Multi-Failure Diagnostic	p. 13
Providing Assistance during Decision-making Problems Solving in an Educational Modelling Environment	p. 21
Alternative Strategies for Conflict Resolution in Multi-Context Systems	p. 31
Certified Trust Model	p. 41
Short papers
A Fuzzy Knowledge-based Decision Support System for Tender Call Call Evaluation	p. 51
Extended CNP Framework for the Dynamic Pickup and Delivery Problem solving	p. 61
A Logic-based Approach to Solve the Steiner Tree Problem	p. 73
An Argumentation Agent Models Evaluative Criteria	p. 81
ASIC Design Project Management Supported by Multi Agent Simulation	p. 87
Ontologies and Knowledge Representation
Full Papers
On the Combination of Textual and Semantic Descriptions for Automated Semantic Web Service Classification	p. 95
Revealing Paths of Relevant Information in Web Graphs	p. 105
Preferential Infinitesimals for Information Retrieval	p. 113
Short papers
Onto Life: an Ontology for Semantically Managing Personal Information	p. 127
Air_Pollution_Onto: an Ontology for Air Pollution Analysis and Control	p. 135
Experimental Evaluation of Multi-Agent Ontology Mapping Framework	p. 145
Visualizing RDF Documents	p. 151
A Knowledge Based System for Translating FOL Formulas into NL Sentences	p. 157
AI in Medical Informatics & Biomedical Engineering
Full papers
Background Extraction in Electron Miscroscope Images of Artificial Membranes	p. 165
Confidence Predications for the Diagnosis of Acute Abdominal Pain	p. 175
Enhanced Human Body Fall Detection utilizing Advanced Classification of Video and Motion Perceptual Components	p. 185
An Evolutionary Technique for Medical Diagnostic Risk Factors Selection	p. 195
Mining Patterns of Lung Infections in Chest Radiographs	p. 205
Computational Modeling of Visual Selective Attention Based on Correlation and Synchronization of Neural Activity	p. 215
Short papers
Medical_Mas: an Agent-Based System for Medical Diagnosis	p. 225
Heterogeneous Data Fusion to Type Brain Tumor Biopsies	p. 233
Automatic Knowledge Discovery and Case Management: an Effective Way to Use Data bases to Enhance Health Care Management	p. 241
Signal and Image Processing for Knowledge Extraction
Full papers
Combining Gaussian Mixture Models and Support Vector Machines for Relevance Feedback in Content Based Image Retrieval	p. 249
Performance Evaluation of a Speech Interface for Motorcycle Environment	p. 259
Model Identification in Wavelet Neural Networks Framework	p. 267
Short papers
Two Levels Similarity Modelling: a novel Content Based Image Clustering Concept	p. 277
Locating an Acoustic Source Using a Mutual Information Beamformer	p. 283
Intelligent Modification of Colours in Digitized Paintings for Enhancing the Visual Perception of Color-blind Viewers	p. 293
Artificial Intelligence Applications
Full papers
An Intelligent Fuzzy Inference System for Risk Estimation Using Matlab Platform: the Case of Forest Fires in Greece	p. 303
MSRS - Critique on its Unability via a Path Planning Algorithm Implementation	p. 311
Automated Product Princing Using Argumentation	p. 321
User Recommendations Based on Tensor Dimensionality Reduction	p. 331
Short papers
A Genetic Algorithm for the Classification of Earthquake Damages in Buildings	p. 341
Mining Retail Transaction Data for Targeting Customers with Headroom-a Case Study	p. 347
Adaptive Electronic Institutions for Negotiations	p. 357
A Multi-agent Task Delivery System for Balancing the Load in Collaborative Grid Environment	p. 365
Backing-up Fuzzy Control of a Truck-trailer Equipped with a Kingpin Sliding Mechanism	p. 373
Intelligent Environments and HCI
Full papers
Sensing Intertial and Continuously-Changing World Features	p. 379
MobiAct: Supporting Personalized Interaction with Mobile Context-Aware Applications	p. 389
Short papers
Defining a Task's Temporal Domain for Intelligent Calendar Applications	p. 399
Managing Diagnosis Processes with Interactive Decompositions	p. 407
Computer Log Anomaly Detection Using Frequent Episodes	p. 417
Semi-tacit Adaptation of Intelligent Environments	p. 423
A Formal Fuzzy Framework for Representation and Recognition of Human Activities	p. 431
Multi-model System Architecture for Serious Gaming	p. 441
Machine Learning and Classification
Full papers
Reconstruction-based Classification Rule Hiding through Controlled Data Modification	p. 449
Learning Rules from User Behaviour	p. 459
Behaviour Recognition Using the Event Calculus	p. 469
Multi-Source Causal Analysis: Learning Bayesian Networks from Multiple Datasets	p. 479
A Hybrid Approach for Improving Predication Coverage of Collaborative Filtering	p. 491
Towards Predicate Answer Set Programming via Coinductive Logic Programming	p. 499
An Adaptive Resource Allocating Neuro-Fuzzy Inference System with Sensitivity Analysis Resource Control	p. 509
Short papers
A Lazy Approach for Machine Learning Algorithms	p. 517
TELIOS: A Tool for the Automatic Generation of Logic Programming Machines	p. 523
GF-Miner: a Genetic Fuzzy Classifier for Numerical Data	p. 529
Fuzzy Dependencies between Preparedness and Learning Outcome	p. 535
Author index	p. 541
Table of Contents provided by Ingram. All Rights Reserved.